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4,908 Commits 740 Branches 94 Tags
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Author SHA1 Message Date
Thien Tran
3c2e2aa8a9 .from_single_file() - Add missing .shape (#10332) 
Add missing `.shape`
 2024-12-23 08:57:25 +05:30
Junsong Chen
b58868e6f4 [Sana bug] bug fix for 2K model config (#10340) 
* fix the Positinoal Embedding bug in 2K model;

* Change the default model to the BF16 one for more stable training and output

* make style

* substract buffer size

* add compute_module_persistent_sizes

---------

Co-authored-by: yiyixuxu <yixu310@gmail.com>
 2024-12-23 08:56:25 +05:30
Dhruv Nair
da21d590b5 [Single File] Add Single File support for HunYuan video (#10320) 
* update

* Update src/diffusers/loaders/single_file_utils.py

Co-authored-by: Aryan <aryan@huggingface.co>

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2024-12-23 08:44:58 +05:30
YiYi Xu
7c2f0afb1c update get_parameter_dtype (#10342) 
add:
q
 2024-12-23 08:14:13 +05:30
hlky
f615f00f58 Fix enable_sequential_cpu_offload in test_kandinsky_combined (#10324) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-22 15:28:28 -10:00
Aryan
6aaa0518e3 Community hosted weights for diffusers format HunyuanVideo weights (#10344) 
update docs and example to use community weights
 2024-12-22 15:26:28 -10:00
Mehmet Yiğit Özgenç
233dffdc3f flux controlnet inpaint config bug (#10291) 
* flux controlnet inpaint config bug

* Update src/diffusers/pipelines/flux/pipeline_flux_controlnet_inpainting.py

---------

Co-authored-by: yigitozgenc <yigit@quantuslabs.ai>
Co-authored-by: hlky <hlky@hlky.ac>
 2024-12-21 18:44:43 +00:00
hlky
be2070991f Support Flux IP Adapter (#10261) 
* Flux IP-Adapter

* test cfg

* make style

* temp remove copied from

* fix test

* fix test

* v2

* fix

* make style

* temp remove copied from

* Apply suggestions from code review

Co-authored-by: YiYi Xu <yixu310@gmail.com>

* Move encoder_hid_proj to inside FluxTransformer2DModel

* merge

* separate encode_prompt, add copied from, image_encoder offload

* make

* fix test

* fix

* Update src/diffusers/pipelines/flux/pipeline_flux.py

* test_flux_prompt_embeds change not needed

* true_cfg -> true_cfg_scale

* fix merge conflict

* test_flux_ip_adapter_inference

* add fast test

* FluxIPAdapterMixin not test mixin

* Update pipeline_flux.py

Co-authored-by: YiYi Xu <yixu310@gmail.com>

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-21 17:49:58 +00:00
hlky
bf9a641f1a Fix EMAModel test_from_pretrained (#10325) 2024-12-21 14:10:44 +00:00
hlky
a756694bf0 Fix push_tests_mps.yml (#10326) 2024-12-21 14:10:32 +00:00
Sayak Paul
d41388145e [Docs] Update gguf.md to remove generator from the pipeline from_pretrained (#10299) 
Update gguf.md to remove generator from the pipeline from_pretrained
 2024-12-21 07:15:03 +05:30
Junsong Chen
a6288a5571 [Sana]add 2K related model for Sana (#10322) 
add 2K related model for Sana
 2024-12-20 07:21:34 -10:00
Steven Liu
7d4db57037 [docs] Fix quantization links (#10323) 
Update overview.md
 2024-12-20 08:30:21 -08:00
Aditya Raj
902008608a [BUG FIX] [Stable Audio Pipeline] Resolve torch.Tensor.new_zeros() TypeError in function prepare_latents caused by audio_vae_length (#10306) 
[BUG FIX] [Stable Audio Pipeline] TypeError: new_zeros(): argument 'size' failed to unpack the object at pos 3 with error "type must be tuple of ints,but got float"

torch.Tensor.new_zeros() takes a single argument size (int...) – a list, tuple, or torch.Size of integers defining the shape of the output tensor.

in function prepare_latents:
audio_vae_length = self.transformer.config.sample_size * self.vae.hop_length
audio_shape = (batch_size // num_waveforms_per_prompt, audio_channels, audio_vae_length)
...
audio = initial_audio_waveforms.new_zeros(audio_shape)

audio_vae_length evaluates to float because self.transformer.config.sample_size returns a float

Co-authored-by: hlky <hlky@hlky.ac>
 2024-12-20 15:29:58 +00:00
Leojc
c8ee4af228 docs: fix a mistake in docstring (#10319) 
Update pipeline_hunyuan_video.py

docs: fix a mistake
 2024-12-20 15:22:32 +00:00
Sayak Paul
b64ca6c11c [Docs] Update ltx_video.md to remove generator from from_pretrained() (#10316) 
Update ltx_video.md to remove generator from `from_pretrained()`
 2024-12-20 18:32:22 +05:30
Dhruv Nair
e12d610faa Mochi docs (#9934) 
* update

* update

* update

* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-20 16:27:38 +05:30
Sayak Paul
bf6eaa8aec [Tests] add integration tests for lora expansion stuff in Flux. (#10318) 
add integration tests for lora expansion stuff in Flux.
 2024-12-20 16:14:58 +05:30
Sayak Paul
17128c42a4 [LoRA] feat: support loading regular Flux LoRAs into Flux Control, and Fill (#10259) 
* lora expansion with dummy zeros.

* updates

* fix working 🥳

* working.

* use torch.device meta for state dict expansion.

* tests

Co-authored-by: a-r-r-o-w <contact.aryanvs@gmail.com>

* fixes

* fixes

* switch to debug

* fix

* Apply suggestions from code review

Co-authored-by: Aryan <aryan@huggingface.co>

* fix stuff

* docs

---------

Co-authored-by: a-r-r-o-w <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2024-12-20 14:30:32 +05:30
Dhruv Nair
dbc1d505f0 [Single File] Add GGUF support for LTX (#10298) 
* update

* add docs.

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-20 11:52:29 +05:30
Aryan
151b74cd77 Make tensors in ResNet contiguous for Hunyuan VAE (#10309) 
contiguous tensors in resnet

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-20 11:45:37 +05:30
Aryan
41ba8c0bf6 Add support for sharded models when TorchAO quantization is enabled (#10256) 
* add sharded + device_map check
 2024-12-19 15:42:20 -10:00
Daniel Regado
3191248472 [WIP] SD3.5 IP-Adapter Pipeline Integration (#9987) 
* Added support for single IPAdapter on SD3.5 pipeline



---------

Co-authored-by: hlky <hlky@hlky.ac>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-19 14:48:18 -10:00
dg845
648d968cfc Enable Gradient Checkpointing for UNet2DModel (New) (#7201) 
* Port UNet2DModel gradient checkpointing code from #6718.


---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Vincent Neemie <92559302+VincentNeemie@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: hlky <hlky@hlky.ac>
 2024-12-19 14:45:45 -10:00
djm
b756ec6e80 unet's sample_size attribute is to accept tuple(h, w) in StableDiffusionPipeline (#10181) 2024-12-19 22:24:18 +00:00
Aryan
d8825e7697 Fix failing lora tests after HunyuanVideo lora (#10307) 
fix
 2024-12-20 02:35:41 +05:30
hlky
074798b299 Fix local_files_only for checkpoints with shards (#10294) 2024-12-19 07:04:57 -10:00
Dhruv Nair
3ee966950b Allow Mochi Transformer to be split across multiple GPUs (#10300) 
update
 2024-12-19 22:34:44 +05:30
Dhruv Nair
9764f229d4 [Single File] Add single file support for Mochi Transformer (#10268) 
update
 2024-12-19 22:20:40 +05:30
Shenghai Yuan
1826a1e7d3 [LoRA] Support HunyuanVideo (#10254) 
* 1217

* 1217

* 1217

* update

* reverse

* add test

* update test

* make style

* update

* make style

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2024-12-19 16:22:20 +05:30
hlky
0ed09a17bb Check correct model type is passed to from_pretrained (#10189) 
* Check correct model type is passed to `from_pretrained`

* Flax, skip scheduler

* test_wrong_model

* Fix for scheduler

* Update tests/pipelines/test_pipelines.py

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* EnumMeta

* Flax

* scheduler in expected types

* make

* type object 'CLIPTokenizer' has no attribute '_PipelineFastTests__name'

* support union

* fix typing in kandinsky

* make

* add LCMScheduler

* 'LCMScheduler' object has no attribute 'sigmas'

* tests for wrong scheduler

* make

* update

* warning

* tests

* Update src/diffusers/pipelines/pipeline_utils.py

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* import FlaxSchedulerMixin

* skip scheduler

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-12-19 09:24:52 +00:00
赵三石
2f7a417d1f Update lora_conversion_utils.py (#9980) 
x-flux single-blocks lora load

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-18 23:07:50 -10:00
hlky
4450d26b63 Add Flux Control to AutoPipeline (#10292) 2024-12-18 22:28:56 -10:00
Aryan
f781b8c30c Hunyuan VAE tiling fixes and transformer docs (#10295) 
* update

* udpate

* fix test
 2024-12-19 10:28:10 +05:30
Sayak Paul
9c0e20de61 [chore] Update README_sana.md to update the default model (#10285) 
Update README_sana.md to update the default model
 2024-12-19 10:24:57 +05:30
Aryan
f35a38725b [tests] remove nullop import checks from lora tests (#10273) 
remove nullop imports
 2024-12-19 01:19:08 +05:30
Aryan
f66bd3261c Rename Mochi integration test correctly (#10220) 
rename integration test
 2024-12-18 22:41:23 +05:30
Aryan
c4c99c3907 [tests] Fix broken cuda, nightly and lora tests on main for CogVideoX (#10270) 
fix joint pos embedding device
 2024-12-18 22:36:08 +05:30
Dhruv Nair
862a7d5038 [Single File] Add single file support for Flux Canny, Depth and Fill (#10288) 
update
 2024-12-18 19:19:47 +05:30
Dhruv Nair
8304adce2a Make zeroing prompt embeds for Mochi Pipeline configurable (#10284) 
update
 2024-12-18 18:32:53 +05:30
Dhruv Nair
b389f339ec Fix Doc links in GGUF and Quantization overview docs (#10279) 
* update

* Update docs/source/en/quantization/gguf.md

Co-authored-by: Aryan <aryan@huggingface.co>

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2024-12-18 18:32:36 +05:30
hlky
e222246b4e Fix sigma_last with use_flow_sigmas (#10267) 2024-12-18 12:22:10 +00:00
Andrés Romero
83709d5a06 Flux Control(Depth/Canny) + Inpaint (#10192) 
* flux_control_inpaint - failing test_flux_different_prompts

* removing test_flux_different_prompts?

* fix style

* fix from PR comments

* fix style

* reducing guidance_scale in demo

* Update src/diffusers/pipelines/flux/pipeline_flux_control_inpaint.py

Co-authored-by: hlky <hlky@hlky.ac>

* make

* prepare_latents is not copied from

* update docs

* typos

---------

Co-authored-by: affromero <ubuntu@ip-172-31-17-146.ec2.internal>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: hlky <hlky@hlky.ac>
 2024-12-18 09:14:16 +00:00
Qin Zhou
8eb73c872a Support pass kwargs to sd3 custom attention processor (#9818) 
* Support pass kwargs to sd3 custom attention processor


---------

Co-authored-by: hlky <hlky@hlky.ac>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-12-17 21:58:33 -10:00
Xinyuan Zhao
88b015dc9f Make time_embed_dim of UNet2DModel changeable (#10262) 2024-12-17 21:55:18 -10:00
Sayak Paul
63cdf9c0ba [chore] fix: reamde -> readme (#10276) 
fix: reamde -> readme
 2024-12-18 10:56:08 +05:30
hlky
0ac52d6f09 Use torch in get_2d_rotary_pos_embed (#10155) 
* Use `torch` in `get_2d_rotary_pos_embed`

* Add deprecation
 2024-12-17 18:26:52 -10:00
Sayak Paul
ba6fd6eb30 [chore] fix: licensing headers in mochi and ltx (#10275) 
fix: licensing header.
 2024-12-18 08:43:57 +05:30
Sayak Paul
9408aa2dfc [LoRA] feat: lora support for SANA. (#10234) 
* feat: lora support for SANA.

* make fix-copies

* rename test class.

* attention_kwargs -> cross_attention_kwargs.

* Revert "attention_kwargs -> cross_attention_kwargs."

This reverts commit 23433bf9bc.

* exhaust 119 max line limit

* sana lora fine-tuning script.

* readme

* add a note about the supported models.

* Apply suggestions from code review

Co-authored-by: Aryan <aryan@huggingface.co>

* style

* docs for attention_kwargs.

* remove lora_scale from pag pipeline.

* copy fix

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2024-12-18 08:22:31 +05:30
hlky
ec1c7a793f Add set_shift to FlowMatchEulerDiscreteScheduler (#10269) 2024-12-17 21:40:09 +00:00